김경종
62 lines
2.4 KiB
Markdown
62 lines
2.4 KiB
Markdown
---
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name: fesa-research-evidence
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description: Use when collecting FESA solver research evidence, FEM theory sources, benchmarks, source reliability, and applicability limits for a feature before formulation or reference model design.
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---
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# FESA Research Evidence
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Use this skill to collect source-backed evidence for solver features while separating verified facts from inference.
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## Inputs
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Read these first:
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- `AGENTS.md`
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- `docs/SOLVER_AGENT_DESIGN.md`
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- `docs/research/README.md`
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- `docs/requirements/<feature-id>.md`
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- User-supplied books, papers, manuals, or benchmark constraints
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## Workflow
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1. Extract research questions from the requirements and open issues.
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2. Build a Source Inventory with Source Reliability Tier for manuals, standards, books, papers, and benchmark repositories.
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3. Summarize FEM theory needed for the feature without finalizing implementation math.
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4. Identify Candidate Benchmarks, patch tests, analytical checks, MMS/MES candidates, and public examples.
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5. Record Verification Relevance for displacement, reaction, element force, stress, strain, energy, or residual checks.
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6. Record Applicability Limits: element type, material model, deformation assumptions, loading, boundary conditions, and known exclusions.
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7. Separate verified facts from inference. Mark unsupported claims as inference or open questions.
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## Output Contract
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Produce or revise `docs/research/<feature-id>-research.md` with:
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- Metadata and source requirement path
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- Research Questions
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- Source Inventory and Source Reliability Tier
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- Theory Summary
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- Candidate Benchmarks
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- Verification Relevance
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- Applicability Limits
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- Downstream Handoff
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## Boundaries
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- Do not implement code.
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- Do not finalize FEM formulations.
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- Do not design C++ APIs or file ownership.
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- Do not run Abaqus, Nastran, or any reference solver.
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- Do not generate reference HDF5 files or deterministic CSV views.
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- Do not approve release readiness.
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## Quality Gate
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- Every key claim has a source, reliability tier, or explicit inference label.
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- Benchmark candidates include what quantity they can verify and what they cannot verify.
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- Missing source evidence is carried forward as an open issue.
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- No reference value, tolerance, or compatibility claim is invented.
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## Handoff
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Send formulation evidence to Formulation Agent, benchmark and source limits to Numerical Review Agent, artifact candidates to Reference Model Agent, and unresolved source gaps to Coordinator Agent.
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